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| Value Iteration-Based Cooperative Adaptive Optimal Control for Multi-Player Differential Games With Incomplete Information 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 690-697 作者: Yun Zhang; Lulu Zhang; Yunze Cai
Adobe PDF(6850Kb)  |   收藏  |  浏览/下载:116/41  |  提交时间:2024/02/19 Adaptive dynamic programming incomplete information multi-player differential game value iteration |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300 作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang
Adobe PDF(1275Kb)  |   收藏  |  浏览/下载:69/24  |  提交时间:2024/01/23 Process control process systems engineering reinforcement learning |
| Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36 作者: Ding Wang ; Ning Gao; Derong Liu; Jinna Li; Frank L. Lewis
Adobe PDF(1945Kb)  |   收藏  |  浏览/下载:302/198  |  提交时间:2024/01/02 Adaptive dynamic programming (ADP) advanced control complex environment data-driven control event-triggered design intelligent control neural networks nonlinear systems optimal control reinforcement learning (RL) |
| Intelligent Electric Vehicle Charging Scheduling in Transportation-Energy Nexus With Distributional Reinforcement Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2171-2173 作者: Tao Chen; Ciwei Gao
Adobe PDF(577Kb)  |   收藏  |  浏览/下载:60/26  |  提交时间:2023/09/22 |
| Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1797-1809 作者: Ding Wang ; Jiangyu Wang; Mingming Zhao; Peng Xin ; Junfei Qiao
Adobe PDF(5140Kb)  |   收藏  |  浏览/下载:173/64  |  提交时间:2023/08/10 Adaptive critic artificial neural networks Hamilton-Jacobi-Bellman (HJB) equation multi-step heuristic dynamic programming multi-step reinforcement learning optimal control |
| Dual-Prior Integrated Image Reconstruction for Quanta Image Sensors Using Multi-Agent Consensus Equilibrium 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1407-1420 作者: Dan Zhang ; Qiusheng Lian; Yueming Su; Tengfei Ren
Adobe PDF(35567Kb)  |   收藏  |  浏览/下载:79/25  |  提交时间:2023/05/29 Dual prior image reconstruction multi-agent consensus equilibrium (MACE) quanta image sensors (QIS) |
| Adaptive Predefined-Time Optimal Tracking Control for Underactuated Autonomous Underwater Vehicles 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1083-1085 作者: Kewen Li; Yongming Li
Adobe PDF(679Kb)  |   收藏  |  浏览/下载:149/53  |  提交时间:2023/03/22 |
| A Novel Sensor Scheduling Algorithm Based on Deep Reinforcement Learning for Bearing-Only Target Tracking in UWSNs 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1077-1079 作者: Linyao Zheng; Meiqin Liu; Senlin Zhang; Jian Lan
Adobe PDF(690Kb)  |   收藏  |  浏览/下载:230/79  |  提交时间:2023/03/22 |
| Machine Learning Accelerated Real-Time Model Predictive Control for Power Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 916-930 作者: Ramij Raja Hossain; Ratnesh Kumar
Adobe PDF(5320Kb)  |   收藏  |  浏览/下载:289/65  |  提交时间:2023/03/22 Machine learning model predictive control (MPC) neural network perturbation control voltage stabilization |
| Finite-Time Sideslip Differentiator-Based LOS Guidance for Robust Path Following of Snake Robots 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 239-253 作者: Yang Xiu; Dongfang Li; Miaomiao Zhang; Hongbin Deng; Rob Law; Yun Huang; Edmond Q. Wu; Xin Xu
Adobe PDF(15519Kb)  |   收藏  |  浏览/下载:206/41  |  提交时间:2023/01/03 Line-of-sight (LOS) path following sideslip snake robot |